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https://issues.apache.org/jira/browse/MAHOUT-941?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=13290816#comment-13290816
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Lance Norskog edited comment on MAHOUT-941 at 6/7/12 8:16 PM:
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Prints Accuracy and Reliability stats, plus standard deviation of reliability.
Accuracy = "Producer Accuracy", includes unclassified results.
Reliability = "User Accuracy", does not include unclassified results.
was (Author: lancenorskog):
Prints and Accuracy and Reliability stats, plus standard deviation of
reliability.
Accuracy = "Producer Accuracy", includes unclassified results.
Reliability = "User Accuracy", does not include unclassified results.
> Improve ConfusionMatrix statistics
> ----------------------------------
>
> Key: MAHOUT-941
> URL: https://issues.apache.org/jira/browse/MAHOUT-941
> Project: Mahout
> Issue Type: Improvement
> Components: Classification
> Reporter: Lance Norskog
> Assignee: Robin Anil
> Priority: Minor
> Fix For: 0.8
>
> Attachments: Bayes.zip, MAHOUT-941.patch, MAHOUT-941.patch,
> MAHOUT-941.patch, SGD.zip
>
>
> This patch adds more statistics to the ConfusionMatrix and RequestAnalyzer.
> # Add Kappa measure - a standard measure comparing a sample v.s. random
> assignment.
> # Add mean & standard deviation of individual labels - assist in identifying
> consistent mal-assignment v.s. high and low quality labels.
> Also, the SGD solver saves its model periodically to /tmp/news-groups-number.
> This patch moves those captures to the model/ output directory. (These
> intermediate models are interesting for tracking SGD incremental development.)
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